{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/root/anaconda3/lib/python3.6/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
      "  from ._conv import register_converters as _register_converters\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import sys\n",
    "import os\n",
    "\n",
    "# add path to github folder with suite2p\n",
    "sys.path.append(\"/github/suite2p/suite2p/\")\n",
    "import utils, register, chan2detect\n",
    "\n",
    "dat = {}\n",
    "dat['TX28'] = {}\n",
    "dat['TX29'] = {}\n",
    "dat['TX32'] = {}\n",
    "dat['GAD3'] = {}\n",
    "dat['GAD4'] = {}\n",
    "dat['TX28'] = {'datexp': [], 'blk': []}\n",
    "dat['TX29'] = {'datexp': [], 'blk': []}\n",
    "dat['TX32'] = {'datexp': [], 'blk': []}\n",
    "dat['GAD3'] = {'datexp': [], 'blk': []}\n",
    "dat['GAD4'] = {'datexp': [], 'blk': []}\n",
    "\n",
    "dat['TX28']['datexp'] = ['2018_10_31', '2018_11_01', '2018_11_02', '2018_11_14', '2018_12_17', '2018_12_18']\n",
    "dat['TX29']['datexp'] = ['2018_11_06', '2018_11_07', '2018_11_08', '2018_11_09', '2018_11_12']\n",
    "dat['TX32']['datexp'] = ['2018_11_08', '2018_11_09', '2018_11_12', '2018_11_13', '2018_11_14', '2018_12_18', '2018_12_19']\n",
    "dat['GAD3']['datexp'] = ['2018_11_29', '2018_12_03', '2018_12_04', '2018_12_05', '2018_12_19', '2018_12_20']\n",
    "dat['GAD4']['datexp'] = ['2018_12_03', '2018_12_04', '2018_12_05', '2018_12_18', '2018_12_19', '2018_12_20']\n",
    "\n",
    "dat['TX28']['blk'] = ['1', '1', '2', '1', '1', '1']\n",
    "dat['TX29']['blk'] = ['2', '1', '1', '2', '1']\n",
    "dat['TX32']['blk'] = ['1', '1', '1', '1', '1', '1', '1']\n",
    "dat['GAD3']['blk'] = ['2', '1', '2', '1', '1', '1']\n",
    "dat['GAD3']['redblk'] = ['1', '3', '3', '3', '2', '2']\n",
    "dat['GAD4']['blk'] = ['1', '1', '1', '1', '1', '2']\n",
    "dat['GAD4']['redblk'] = ['3', '2', '2', '2', '2', '3']\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[4, 5]\n",
      "/home/carsen/dm11/data/PROC/GAD3/2018_12_19/1/\n",
      "/home/carsen/nas/EXP/GAD3/2018_12_19/2/\n",
      "Found 28 tifs\n",
      "2518\n",
      "/media/carsen/SSD/BIN/suite2p/plane0/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 61.71\n",
      "/media/carsen/SSD/BIN/suite2p/plane1/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 62.39\n",
      "/media/carsen/SSD/BIN/suite2p/plane2/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 63.68\n",
      "/media/carsen/SSD/BIN/suite2p/plane3/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 61.71\n",
      "/media/carsen/SSD/BIN/suite2p/plane4/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 61.93\n",
      "/media/carsen/SSD/BIN/suite2p/plane5/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 62.10\n",
      "/media/carsen/SSD/BIN/suite2p/plane6/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 62.54\n",
      "/media/carsen/SSD/BIN/suite2p/plane7/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 63.13\n",
      "/media/carsen/SSD/BIN/suite2p/plane8/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 63.63\n",
      "/media/carsen/SSD/BIN/suite2p/plane9/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 61.65\n",
      "/media/carsen/SSD/BIN/suite2p/plane10/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 60.17\n",
      "/home/carsen/dm11/data/PROC/GAD3/2018_12_20/1/\n",
      "/home/carsen/nas/EXP/GAD3/2018_12_20/2/\n",
      "Found 31 tifs\n",
      "2776\n",
      "/media/carsen/SSD/BIN/suite2p/plane0/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 65.30\n",
      "/media/carsen/SSD/BIN/suite2p/plane1/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 65.26\n",
      "/media/carsen/SSD/BIN/suite2p/plane2/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.93\n",
      "/media/carsen/SSD/BIN/suite2p/plane3/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.32\n",
      "/media/carsen/SSD/BIN/suite2p/plane4/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.22\n",
      "/media/carsen/SSD/BIN/suite2p/plane5/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.53\n",
      "/media/carsen/SSD/BIN/suite2p/plane6/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.19\n",
      "/media/carsen/SSD/BIN/suite2p/plane7/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.98\n",
      "/media/carsen/SSD/BIN/suite2p/plane8/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.74\n",
      "/media/carsen/SSD/BIN/suite2p/plane9/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.54\n",
      "/media/carsen/SSD/BIN/suite2p/plane10/data_raw.bin\n",
      "using reference frame given\n",
      "will not compute registration metrics\n",
      "registered second channel in time 64.41\n"
     ]
    }
   ],
   "source": [
    "import register\n",
    "\n",
    "mice = ['GAD3']\n",
    "datelist = [[4, 5]]\n",
    "\n",
    "\n",
    "for m,mouse in enumerate(mice):\n",
    "    dates = dat[mouse]['datexp']\n",
    "    print(datelist[m])\n",
    "    for k in datelist[m]:\n",
    "        date = dat[mouse]['datexp'][k]\n",
    "        blk  = int(dat[mouse]['blk'][k])\n",
    "        redblk  = int(dat[mouse]['redblk'][k])\n",
    "                \n",
    "        # green experiment save_path0\n",
    "        froot = \"/home/carsen/dm11/data/PROC/%s/%s/%d/\"%(mouse, date, blk)\n",
    "        print(froot)\n",
    "        ops1 = np.load(os.path.join(froot, \"suite2p/ops1.npy\"))\n",
    "        \n",
    "        # 2-channel experiment raw data saved here\n",
    "        data_path = [ \"/home/carsen/nas/EXP/%s/%s/%d/\"%(mouse, date, redblk) ]\n",
    "        print(data_path[0])\n",
    "        ops = ops1[0].copy()\n",
    "        ops['fast_disk'] = []\n",
    "        ops['save_path0'] = \"/media/carsen/SSD/BIN/\" # save binary locally on SSD\n",
    "        ops['data_path'] = data_path\n",
    "        ops['nchannels'] = 2\n",
    "        ops['functional_chan'] = 1\n",
    "        ops['keep_movie_raw'] = True\n",
    "        \n",
    "        # compute binaries for 2 channels       \n",
    "        ops2 = utils.tiff_to_binary(ops)\n",
    "        \n",
    "        for iplane in range(0,len(ops1)):\n",
    "            #ops2 = np.load(\"/media/carsen/SSD/BIN/suite2p/plane%d/ops.npy\"%iplane).item()\n",
    "            #opsOut = register.register_binary(ops2, ops1[iplane]['refImg'])\n",
    "            \n",
    "            opsOut = register.register_binary(ops2[iplane], ops1[iplane]['refImg'])\n",
    "            ops1[iplane]['meanImg_chan2'] = opsOut['meanImg_chan2']\n",
    "            stat = np.load(os.path.join(froot, \"suite2p/plane%d/stat.npy\"%iplane))\n",
    "            ops1[iplane]['chan2_thres'] = 0.65\n",
    "            ops1[iplane],redcell = chan2detect.detect(ops1[iplane],stat)\n",
    "            np.save(os.path.join(froot, \"suite2p/plane%d/ops.npy\"%iplane), ops1[iplane])\n",
    "            np.save(os.path.join(froot, \"suite2p/plane%d/redcell.npy\"%iplane), redcell)\n",
    "            ops1[iplane]['save_path'] = os.path.join(froot, \"suite2p/plane%d\"%iplane)\n",
    "            ops1[iplane]['save_path0'] = os.path.join(froot)\n",
    "        utils.combined(ops1)\n",
    "        \n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f0b6956b208>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1152x1152 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "plt.figure(figsize=(16,16))\n",
    "plt.imshow(ops1[-1]['meanImg_chan2'], vmin=-100, vmax=400)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
